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198
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ICLP
2009
Springer
16 years 1 months ago
2009
Springer
PRISM is a probabilistic extension of Prolog. It is a high level language for probabilistic modeling capable of learning statistical parameters from observed data. After reviewing ...
61
Voted
ICDM
2009
IEEE
15 years 7 months ago
2009
IEEE
This paper proposes a novel multiclass classification method and exhibits its advantage in the domain of text categorization with a large label space and, most importantly, when ...
63
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MMSEC
2004
ACM
15 years 6 months ago
2004
ACM
We analyze the fingerprinting method in [1] and suggest attacks that are better than the ones presented therein. To do this, we observe and use some extra information available i...
76
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Maximum a posteriori (MAP) inference in graphical models requires that we maximize the sum of two terms: a data-dependent term, encoding the conditional likelihood of a certain la...
93
Voted
AI
2007
Springer
15 years 25 days ago
2007
Springer
Behavioral research suggests that human learning in some multi-agent systems can be predicted with surprisingly simple “foresight-free” models. The current note discusses the ...